Text-to-image portrait generators deviate from the requested age by about 3 to 5 years on average, with larger errors and demographic biases at older ages, so synthetic faces are not yet reliable for precise age tasks.
Diffage3d: Diffusion-based 3d-aware face aging, 2024
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Can Text-to-Image Generative Models Accurately Depict Age? A Comparative Study on Synthetic Portrait Generation and Age Estimation
Text-to-image portrait generators deviate from the requested age by about 3 to 5 years on average, with larger errors and demographic biases at older ages, so synthetic faces are not yet reliable for precise age tasks.